liuhai84

100-Days-Of-ML-Code

100-Days-Of-ML-Code中文版

3DMPM

Learning 3D Mineral Prospectivity from 3D Geological Models Using Convolutional Neural Networks

A-Hybrid-Deep-Learning-Based-Model-for-Volatility-Prediction

Developing hybrid deep learning models by integrating Neural networks with (s,e,t)GARCH models to predict volatility in the Indian Commodity Market. We evaluate the following DNN models: Multi-layer Perceptron (MLP), Convolutional Neural Network (CNN), and RNN with Long-Short Term Memory (LSTM-RNN) and RNN with Gated-Recurrent Unit (GRU-RNN).

Advanced-Deep-Learning-with-Keras

Advanced Deep Learning with Keras, published by Packt

ai-edu

AI education materials for Chinese students, teachers and IT professionals.

An-Introduction-to-Statistical-Learning

This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.

CLM-LSTM-soil-moisture-prediction

Explored the Long-Term Soil Moisture Predictability with FLUXNET Site Data using Circulating Learning Model

ILSTM_Soil-model

a novel model for predicting soil moisture and soil temperature

Mineral-Prospectivity-Prediction-by-CAE

Mineral-Prospectivity-Prediction-Convolutional-Neural-Networks

liuhai84/Mineral-Prospectivity-Prediction-Convolutional-Neural-Networks

liuhai84/ai-edu

AI education materials for Chinese students, teachers and IT professionals.

liuhai84/anomaly-detection

geological guided adversarial learning model for anomaly detection

liuhai84/Blog

Python机器学习算法技术博客，有原创干货！有code实践！

liuhai84/data-analysis-with-r

liuhai84/Doing-Meta-Analysis-in-R

All R code and source files for the online guide "Doing Meta-Analysis with R: A Hands-On Guide"

liuhai84/Geothermal_Prediction

liuhai84/github.io

liuhai84/hadeanzircon

liuhai84/iphreeqc

liuhai84/keras

Deep Learning for humans

liuhai84/keras-1

R Interface to Keras

liuhai84/LithoPy

Codes related to article 1 of the doctorate

liuhai84/magmafertility

Config files for my GitHub profile.

liuhai84/minisom

:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps

liuhai84/mlr3

mlr3: Machine Learning in R - next generation

liuhai84/multifractal-analysis

liuhai84/PDSwR2

Code, Data, and Examples for Practical Data Science with R 2nd edition (Nina Zumel and John Mount) https://github.com/WinVector/PDSwR2

liuhai84/phreeqc3

liuhai84/PmPWorld

PmPWorld, A Site Devoting to Building Up PmP Database

liuhai84/PracticalDeepLearningPython

Source code for the book "Practical Deep Learning: A Python-Based Introduction" (No Starch Press)

liuhai84/PyGeoT

PyGeoT is a script written in Python language that automates the execution of GeoT and iGeoT softwares.

liuhai84/scifig_plot_examples_R

Scientific publication figure plotting examples with R

liuhai84/scikit-learn

scikit-learn: machine learning in Python

liuhai84/shiny-examples

liuhai84/tidytuesday

Official repo for the #tidytuesday project

liuhai84/TPML

The method puts forward a new way to integrate the spatial autocorrelation law and property similarity principle into one in a unified machine learning method.

liuhai84/Vegetation-Dynamics-Model

Source code for A Simulation Model of Vegetation Dynamics by Combining Static Data and Dynamic Data Using Gated Recurrent Unit Neural Networks-based Method

liuhai84/WQChartPy

Python Package for Visualization of Water Geochemistry Data

liuhai84/WZU-machine-learning-course

温州大学《机器学习》课程资料（代码、课件等）